Deep Dives

Easy methods to Crack Machine Learning System-Design Interviews

system design interviews are a core a part of the hiring process at firms like Meta, Apple, Reddit, Amazon, Google, Snap, and lots of others. These interviews vary widely — some focus more on software architecture,...

The Ultimate Guide to Power BI Aggregations

used a Composite model feature in Power BI, you would possibly have already heard about one other extremely necessary and powerful concept – Aggregations! It’s because in lots of scenarios, especially with enterprise-scale...

Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP

n8n workflows in production, the stress of hearing that a process failed and needing to dig through logs to seek out the basis cause. User: Samir, your automation doesn't work anymore, I didn't...

The Three Ages of Data Science: When to Use Traditional Machine Learning, Deep Learning, or an LLM (Explained with One Example)

of the universe (made by one of the vital iconic singers ever) says this: Wish I could returnAnd alter these yearsI’m going through changesBlack sabbath – Changes This song is incredibly powerful and talks about...

Do You Really Need GraphRAG? A Practitioner’s Guide Beyond the Hype

a subject of much interest because it was introduced by Microsoft in early 2024. While a lot of the content online focuses on the technical implementation, from a practitioner’s perspective, it could be...

Make Python As much as 150× Faster with C

, eventually, you’re going to hit a block relating to your code execution speed. Should you’ve ever written a computationally heavy algorithm in Python, comparable to string distance, matrix math, or cryptographic hashing, you’ll...

AI Papers to Read in 2025

with my series of AI paper recommendations. My long-term followers might recall the 4 previous editions (, , , and ). I’ve been away from writing for quite a while, and I couldn’t...

NumPy for Absolute Beginners: A Project-Based Approach to Data Evaluation

running a series where I construct mini projects. I’ve built a Personal Habit and Weather Evaluation project. But I haven’t really gotten the prospect to explore the complete power and capability of NumPy....

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